Jumanji: a diverse suite of scalable reinforcement learning environments in jax C Bonnet, D Luo, D Byrne, S Surana, S Abramowitz, P Duckworth, ... ICLR 2024, 2023 | 26* | 2023 |
Neuroevolution is a competitive alternative to reinforcement learning for skill discovery F Chalumeau, R Boige, B Lim, V Macé, M Allard, A Flajolet, A Cully, ... ICLR 2023, 2022 | 22 | 2022 |
QDax: A library for quality-diversity and population-based algorithms with hardware acceleration F Chalumeau, B Lim, R Boige, M Allard, L Grillotti, M Flageat, V Macé, ... Journal of Machine Learning Research 25 (108), 1-16, 2024 | 13 | 2024 |
The quality-diversity transformer: Generating behavior-conditioned trajectories with decision transformers V Macé, R Boige, F Chalumeau, T Pierrot, G Richard, N Perrin-Gilbert Proceedings of the Genetic and Evolutionary Computation Conference, 1221-1229, 2023 | 9 | 2023 |
Pasta: Pretrained action-state transformer agents R Boige, Y Flet-Berliac, A Flajolet, G Richard, T Pierrot RLC 2O24, 2023 | 5 | 2023 |
Gradient-informed quality diversity for the illumination of discrete spaces R Boige, G Richard, J Dona, T Pierrot, A Cully Proceedings of the Genetic and Evolutionary Computation Conference, 119-128, 2023 | 4 | 2023 |
Now you see me: finding the right observation space to learn diverse behaviours by reinforcement in games R Boige, N Audebert, C Rambour, G Levieux Conférence sur l'Apprentissage automatique (CAp), 2022 | | 2022 |